{
  "markdown": "# aipatterns.com.au MCP Server\n\nA Model Context Protocol (MCP) server that exposes the [aipatterns.com.au](https://aipatterns.com.au) pattern library, AU AI incidents, sector benchmarks, and regulatory changes as tools callable by Claude, Cursor, GitHub Copilot, and other MCP-compatible AI assistants.\n\n## What it provides\n\n| Tool | Description |\n|------|-------------|\n| `search_patterns` | Full-text search across the pattern library (title, description, content) |\n| `get_pattern` | Retrieve full detail + implementation guidance for a specific pattern |\n| `get_incidents` | Notable Australian AI incidents with linked patterns and regulatory outcomes |\n| `get_sector_benchmark` | AU AI Maturity Index scores for banking, insurance, government, retail, healthcare, utilities |\n| `get_regulatory_changes` | APRA CPS 230, OAIC Privacy Act reform, ASIC INFO 183, TGA SaMD, and more |\n\nNo database connection or network calls are required at runtime — all data is served from the local pattern files and hardcoded seed data.\n\nPublished on npm as [`aipatterns-mcp-server`](https://www.npmjs.com/package/aipatterns-mcp-server) — no clone or build step needed, `npx` fetches and runs it.\n\n## Add to Claude Desktop\n\nEdit `~/.config/claude/claude_desktop_config.json` (macOS: `~/Library/Application Support/Claude/claude_desktop_config.json`):\n\n```json\n{\n  \"mcpServers\": {\n    \"aipatterns\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"aipatterns-mcp-server\"]\n    }\n  }\n}\n```\n\nRestart Claude Desktop.\n\n## Add to Cursor\n\nCreate or edit `.cursor/mcp.json` in your project root:\n\n```json\n{\n  \"mcpServers\": {\n    \"aipatterns\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"aipatterns-mcp-server\"]\n    }\n  }\n}\n```\n\n## Add to GitHub Copilot (VS Code MCP extension)\n\nAdd to your VS Code `settings.json`:\n\n```json\n{\n  \"mcp.servers\": {\n    \"aipatterns\": {\n      \"command\": \"npx\",\n      \"args\": [\"-y\", \"aipatterns-mcp-server\"],\n      \"transport\": \"stdio\"\n    }\n  }\n}\n```\n\n## Running from source (development)\n\n```bash\ngit clone https://github.com/uchit/aipatterns-mcp-server\ncd aipatterns-mcp-server\nnpm install\nnpm run dev    # runs via tsx (no build step needed)\nnpm run build  # compile TS → JS for production use\n```\n\n## Transport\n\nstdio — the server reads JSON-RPC from stdin and writes responses to stdout. stderr is used for diagnostic messages only.\n",
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  "repo_slug": "uchit/aipatterns-mcp-server",
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}